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00000cam a2200000Mu 4500 |
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EBSCO_on1290021868 |
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OCoLC |
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20231017213018.0 |
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m o d |
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cr cnu---unuuu |
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211225s2021 ts o ||| 0 eng d |
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|a EBLCP
|b eng
|c EBLCP
|d EBLCP
|d N$T
|d OCLCF
|d OCLCO
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| 019 |
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|a 1289369477
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|a 1681088711
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|a 9781681088716
|q (electronic bk.)
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| 035 |
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|a (OCoLC)1290021868
|z (OCoLC)1289369477
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|a R859.7.A78
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| 082 |
0 |
4 |
|a 610.285
|2 23/eng/20221201
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| 049 |
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|a UAMI
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| 245 |
0 |
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|a Applied Machine Learning and Multi-Criteria Decision-making in Healthcare
|h [electronic resource].
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| 260 |
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|a UAE :
|b Bentham Science Publishers,
|c 2021.
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| 300 |
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|a 1 online resource (316 p.)
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| 500 |
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|a Description based upon print version of record.
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0 |
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|a Cover -- Title -- Copyright -- End User License Agreement -- Contents -- Preface -- List of Contributors -- Introduction -- Basil Bartholomew Duwa1,*, Dilber Uzun Ozsahin1,2,3 and Ilker Ozsahin1,2,4 -- CONCLUSION -- CONSENT FOR PUBLICATION -- CONFLICT OF INTEREST -- ACKNOWLEDGEMENTS -- Machine Learning in Health Care -- Basil Bartholomew Duwa1,*, Dilber Uzun Ozsahin1,2,3 and Ilker Ozsahin1,2,4 -- MACHINE LEARNING IN HEALTH CARE -- APPLICATION OF MACHINE LEARNING IN HEALTHCARE -- Application of ML in Smart Health -- Machine Learning In Remote Patient Monitoring -- Telemedicine
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| 505 |
8 |
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|a Machine Learning Used in Curative Research -- Drug Development -- Ml Application In Repurposing Existing Drugs -- Machine Learning in Iot/iomt Used in Managing and Preventing Diseases -- Machine Learning in Disease Surveillance -- Using Smart Thermometers -- Using Drone Technology -- Ml Application in Medical Imaging -- Machine Learning Training for Clinical Applications -- Ml Application in Disease Outbreak Prediction -- MACHINE LEARNING ON THE DESIGN OF ROBOTS IN HEALTHCARE SERVICES -- CONCLUSION -- CONSENT FOR PUBLICATION -- CONFLICT OF INTEREST -- ACKNOWLEDGEMENTS -- REFERENCES
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| 505 |
8 |
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|a Prediction Problems in Healthcare Applications -- Boran Sekeroglu1,* -- INTRODUCTION -- CLASSIFICATION VS. REGRESSION VS. PREDICTION -- EVALUATION METRICS IN MACHINE LEARNING -- Model Evaluation Metrics in Prediction of Classes (Pr_C) -- Model Evaluation Metrics in Regression Analysis (Pr_R) -- MACHINE LEARNING ALGORITHMS -- PREDICTION APPLICATIONS IN HEALTHCARE -- Literature Search for Prediction Applications of Machine Learning in Healthcare -- Overview of Prediction Applications of Cancer Researches -- Overview of Prediction Applications of Neurology
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| 505 |
8 |
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|a Overview of Prediction Applications of Cardiology -- Overview of Prediction Applications on Sepsis -- Overview of Prediction Applications on Diabetes Researches -- Overview of Prediction Applications on Mental Diseases -- Prediction Applications on Other Disease Types -- CONCLUDING REMARKS -- CONSENT FOR PUBLICATION -- CONFLICT OF INTEREST -- ACKNOWLEDGEMENTS -- REFERENCES -- Classification Problems in Healthcare Applications -- Kamil Dimililer1,2,* -- INTRODUCTION -- MEDICAL IMAGING -- Ultrasound Images (US) -- X-Ray Images (X-Ray) -- Computed Tomography Scans (CT)
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| 505 |
8 |
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|a Magnetic Resonance Imaging (MRI) -- Positron Emission Tomography (PET) Scans -- Retinal Photography -- Histology Slides -- Dermoscopy Images -- MACHINE LEARNING METHODS -- Machine Learning Methods in Prediction -- Back Propagation Learning Method (BP) -- Decision Tree Regressor (DTR) -- Radial Basis Function Neural Network (RBFNN) -- Logistic Regression (LR) -- Support Vector Regression (SVR) -- Long Short-Term Memory (LSTM) -- Machine Learning Methods in Classification -- Back Propagation Learning Method (BP) -- Decision Tree Regressor (DTR) -- Radial Basis Function Neural Network (RBFNN)
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| 500 |
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|a Long Short-Term Memory (LSTM).
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| 590 |
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|a eBooks on EBSCOhost
|b EBSCO eBook Subscription Academic Collection - Worldwide
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| 650 |
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0 |
|a Artificial intelligence
|x Medical applications.
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| 650 |
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|a Medical informatics.
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| 650 |
|
6 |
|a Intelligence artificielle en médecine.
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| 650 |
|
6 |
|a Médecine
|x Informatique.
|
| 650 |
|
7 |
|a Artificial intelligence
|x Medical applications
|2 fast
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| 650 |
|
7 |
|a Medical informatics
|2 fast
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| 700 |
1 |
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|a Ozsahin, Ilker,
|e editor.
|
| 700 |
1 |
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|a Ozsahin, Dilber Uzun,
|e editor.
|
| 776 |
0 |
8 |
|i Print version:
|a Ozsahin, Ilker
|t Applied Machine Learning and Multi-Criteria Decision-making in Healthcare
|d UAE : Bentham Science Publishers,c2021
|z 9781681088723
|
| 856 |
4 |
0 |
|u https://ebsco.uam.elogim.com/login.aspx?direct=true&scope=site&db=nlebk&AN=3104706
|z Texto completo
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| 938 |
|
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|a ProQuest Ebook Central
|b EBLB
|n EBL6824847
|
| 938 |
|
|
|a EBSCOhost
|b EBSC
|n 3104706
|
| 994 |
|
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|a 92
|b IZTAP
|
